GraphCast
Deep learning weather prediction model
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- -Capable of running and training models for weather prediction, including GraphCast and GenCast.
- -Provide pre trained model weights, normalized statistical data, and sample input data.
- -Support loading data, generating random weights, or loading pre trained snapshots, and generating predictions.
- -Calculate losses and gradients to optimize model performance.
- -Support running models on Google Cloud and provide detailed setup guidelines.
- -Contains multiple pre trained models to meet the requirements of different resolutions and operating environments.
- -Provide Colab laptops for users to quickly start experiments and research.
Product Details
GraphCast is a deep learning model developed by Google DeepMind, focusing on global mid-term weather forecasting. This model uses advanced machine learning techniques to predict weather changes, improving the accuracy and speed of forecasts. The GraphCast model plays an important role in scientific research, helping to better understand and predict weather patterns, and has significant value in multiple fields such as meteorology, agriculture, and aviation.
